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intervention

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Predicting outcomes of educational interventions before investing in large-scale implementation efforts in school settings is essential for educational policy-making. However, due to time and resource limitations, conducting longitudinal, large-scale experiments testing outcomes of interventions in authentic settings is difficult. Here, we introduce the deep learning method as a way to address this issue and illustrate the use of the deep learning method for the prediction of intervention outcomes through a MATLAB implementation. The presented deep learning method extracts predictable patterns from an empirical dataset to simulate large-scale intervention outcomes. Findings from our simulations suggest that the deep learning applied simulation model can predict intervention outcomes significantly more accurately compared to the traditional regression analysis methods.

  • Updated Jan 16, 2020
  • MATLAB

This is the Gplus project repository where we provide our code for fMRI and behavioural data analysing purposes. Functional data preprocessing is done with fmriprep. So far, we provide matlab code for importing fmriprep output in an SPM compatible format. 1st and 2nd level analyses scripts will follow as well as R code for the behavioural data analyses. For details, please visit our OSF project.

  • Updated Sep 23, 2020
  • MATLAB

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